LocalFit

Qwen3-Coder-Next

Qwen/Qwen3-Coder-Next

Released2026-02-02Size80B · 3B activeArchitecturehybrid linear attnLicenseapache-2.0AA rank#63 of 75

Files and memory at 8K context

QuantFileFiles+ KV + runtimeSmallest fitSource
Q4_K_M
unsloth/Qwen3-Coder-Next-GGUF
45.20 GiB146.4 GiB+48 GB GPUHF files
Q5_K_M
unsloth/Qwen3-Coder-Next-GGUF
52.94 GiB354.1 GiB+64 GB GPUHF files
Q8_0
unsloth/Qwen3-Coder-Next-GGUF
78.99 GiB380.2 GiB+96 GB GPUHF files
BF16
unsloth/Qwen3-Coder-Next-GGUF
149 GiB4150 GiB+192 GB GPUHF files
MLX 4-bit mixed precision
mlx-community/Qwen3-Coder-Next-4bit
41.76 GiB943.0 GiB+64 GB MacHF files
MLX 8-bit mixed precision
mlx-community/Qwen3-Coder-Next-8bit
78.84 GiB1780.0 GiB+128 GB MacHF files

No verified file: FP16. Sizes are exact file bytes (text weights; projectors listed separately). “+” = recurrent state or other terms unknown. Smallest fit adds 0.5 GiB spare; Macs use 75% of memory.

Quality

Artificial Analysis Intelligence Index

9.2

Variant: Qwen3 Coder Next · observed 2026-10-17 · source

Rank #63 of 75 researched 2026 models.

Arena text rating

Unknown

Scores describe the evaluated hosted variant, not each quantized file. AA and Arena are never averaged.

Reported speeds 14

HardwareQuantBackendPrompt t/sGen t/sDateSource
Apple M1 Max (32-core GPU), 64 GB unified memoryMLX 4-bitMLX45249.12026-10-05omlx.ai
Apple M1 Max (32-core GPU), 64 GB unified memoryMLX 4-bitMLX34840.12026-10-05omlx.ai
Apple M1 Ultra (64-core GPU), 128 GB unified memoryMLX 4-bitMLX893462026-10-03omlx.ai
Apple M1 Ultra (64-core GPU), 128 GB unified memoryMLX 4-bitMLX65943.52026-10-03omlx.ai
Apple M5 Pro (20-core GPU), 64 GB unified memoryMLX 4-bitMLX1,63078.22026-10-02omlx.ai
Apple M5 Pro (20-core GPU), 64 GB unified memoryMLX 4-bitMLX1,72361.12026-10-02omlx.ai
Apple M5 Ultra (80-core GPU), 256 GB unified memoryMLX 4-bitMLX4,2591032026-09-26omlx.ai
Apple M5 Max (40-core GPU), 128 GB unified memoryMLX 4-bitMLX2,92994.92026-09-22omlx.ai
Apple M4 Pro (16-core GPU), 64 GB unified memoryMLX 4-bitMLX51960.72026-08-16omlx.ai
Apple M2 Ultra (60-core GPU), 64 GB unified memoryMLX 4-bitMLX79262.52026-07-10omlx.ai
Apple M3 Ultra (60-core GPU), 96 GB unified memoryMLX 4-bitMLX98278.22026-06-24omlx.ai
Apple M3 Ultra (60-core GPU), 96 GB unified memoryMLX 4-bitMLX1,34265.32026-06-24omlx.ai
Apple M2 Max (38-core GPU), 96 GB unified memoryMLX 4-bitMLX48264.42026-06-15omlx.ai
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation (96 GB) + Ryzen 9 7950X3DQ8_0llama.cpp CUDA2,45484.72026-02-04llama.cpp #19345

Reported by the linked sources, not reproduced by LocalFit. All rows in the speed database